Molybdenum-oxide (MoO 3 ) is a promising catalyst candidate for hydrodeoxygenation (HDO) of pyrolysis vapor or liquefaction products to renewable fuels or value-added chemicals. Density functional theory is used to study the mechanism and active site requirements for HDO of furan over the MoO 3 (010) facet and contrast our results with prior work on hydrodesulfurization (HDS) of thiophene over MoS 2 model catalysts. The potential energy diagram for HDO over a realistically terminated MoO 3 (010) surface facet reveals that the elementary reaction steps for deoxygenation are facile, but the formation of oxygen-vacancies is slow and endothermic. In general, HDO over MoO 3 and HDS over MoS 2 exhibit mechanistic similarities, which suggests that knowledge transfer from the mature HDS system to the emerging field of HDO catalysis is possible. For example, transition metal promotion of MoO 3 resulted in an improvement of the kinetics and thermodynamics of oxygen vacancy formation, similar to Co and Ni promotion of MoS 2 . V C 2018 American Institute of Chemical Engineers AIChE J, 00: 000-000, 2018